Modelpublic

msamogh/autonlp-cai-out-of-scope-649919116

sourceHugging Faceupdated 5y agoView on Hugging Face

0likes21downloads

Model Card

What do the class labels mean?

0 - out of scope 1 - in scope

Model Trained Using AutoNLP

—Problem type: Binary Classification
—Model ID: 649919116
—CO2 Emissions (in grams): 2.438401649319185

Validation Metrics

—Loss: 0.5314930081367493
—Accuracy: 0.7526881720430108
—Precision: 0.8490566037735849
—Recall: 0.75
—AUC: 0.8515151515151514
—F1: 0.7964601769911505

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/models/msamogh/autonlp-cai-out-of-scope-649919116

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919116", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919116", use_auth_token=True)

inputs = tokenizer("I love AutoNLP", return_tensors="pt")

outputs = model(**inputs)